openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

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import mlx.core as mx
from tinygrad.helpers import Timing
N = 4096
x = mx.random.normal((N,N))
w = mx.random.normal((N,N))
FLOPS = N*N*N*2
for i in range(10):
with Timing("", lambda x: f" {FLOPS/x:.2f} GFLOPS"):
mx.eval(x@w)